@article{towardsefficientllmawareheterogeneousgra, title = {Towards Efficient LLM-aware Heterogeneous Graph Learning}, author = {Wenda Li and Tongya Zheng and Shunyu Liu and Yu Wang and Kaixuan Chen and Hanyang Yuan and Bingde Hu and Zujie Ren and Mingli Song and Gang Chen}, year = {2025}, eprint = {2511.17923}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.17923}, }